Product Status Signalling (PSS)

1. Abstract

The Product Status Signalling (PSS) scale, alternatively operationalized in consumer psychology literature as the measurement of perceived signaling effectiveness, is a state-level psychometric instrument designed to capture the extent to which an individual consumer believes that acquiring, possessing, or publicly displaying a specific product will enhance their perceived social standing, societal prestige, and interpersonal standing. Developed and validated within experimental consumer behavior research by Huachao Gao, Karen Page Winterich, and Yinlong Zhang (2016), the scale addresses a critical junction in consumer psychology: the cognitive appraisal of an object’s symbolic capacity to project prestige within immediate socio-structural contexts. Unlike dispositional, trait-level measures of conspicuous consumption or general status seeking, the PSS captures a momentary, context-dependent evaluation conditioned by the respondent’s current psychological mindset, framed via explicit temporal anchors such as “at this moment.” The instrument typically comprises a unidimensional set of four tightly focused items rated on 7-point Likert or semantic differential response formats. Psychometrically, the instrument demonstrates exceptional internal consistency (with Cronbach’s alpha coefficients routinely exceeding α = .90 across diverse experimental cohorts), robust convergent validity with overarching status-consumption constructs, clear discriminant validity from baseline functional utility evaluations, and notable predictive validity regarding product preference, willingness to pay, and real choice behavior under varying conditions of power distance beliefs (PDB) and social comparison. This article provides an exhaustive examination of the scale’s conceptual foundations, theoretical architecture within costly signaling and social hierarchy frameworks, psychometric properties, factor structure, administration parameters, and methodological implications for contemporary behavioral science.

2. Keywords

Product Status Signalling, Signaling Effectiveness, Status Consumption, Power Distance Belief, Conspicuous Consumption, Consumer Psychology, Social Hierarchy, Costly Signaling Theory, Impression Management, Psychometrics

3. Authors

The Product Status Signalling scale was conceptualized and formalized by a team of leading consumer behavior and marketing scholars:

• Huachao Gao — Associate Professor of Marketing, J. Mack Robinson College of Business, Georgia State University, Atlanta, GA, United States. Dr. Gao’s research focuses on consumer culture, power distance belief, cross-cultural consumer behavior, and numerical cognition.
• Karen Page Winterich — Professor of Marketing and Frank and Sarah Smeal Research Fellow, Smeal College of Business, Pennsylvania State University, University Park, PA, United States. Dr. Winterich specializes in consumer identity, corporate social responsibility, prosocial behavior, and moral identity.
• Yinlong Zhang — Professor of Marketing, Terry College of Business, University of Georgia, Athens, GA, United States. Dr. Zhang conducts foundational empirical investigations into cultural psychology, global consumer behavior, and social cognition.

Correspondence regarding the original empirical package and foundational experiments is primarily associated with the landmark investigation published in the Journal of Consumer Research.

4. Purpose

The primary purpose of the Product Status Signalling (PSS) scale is to quantify an individual’s subjective, momentary appraisal of a target good’s efficacy in conveying social prestige and relative superiority to relevant observers. In market environments, products do not function merely as bundles of utilitarian attributes; rather, goods possess communicative utility, acting as tangible emissaries of an individual’s position within social hierarchies. Despite widespread scholarly interest in status consumption, prior psychometric literature frequently conflated general personal status aspirations (a trait-level, chronic drive) with the perceived capacity of a distinct object to fulfill those aspirations within an explicit situational context. The PSS scale was engineered specifically to disentangle these domains by isolating the product-level attribution of symbolic potency.

From an applied and experimental research perspective, the scale functions as an essential mediator or dependent variable in experimental designs investigating cultural orientations, structural inequalities, and interpersonal comparison dynamics. For instance, when consumers encounter social stratification cues or experience threats to their perceived social standing, their inclination to consume luxury goods frequently shifts. The PSS scale allows behavioral researchers to ascertain whether an observed shift in purchase intentions is driven by a heightened appraisal of the product’s communicative power (i.e., “This watch will tell others I am successful”) or simply by altered baseline preferences for aesthetic or functional attributes. By embedding temporal constraints (“at this moment”), the instrument sensitizes respondents to their immediate psychological state, rendering it uniquely responsive to experimental manipulations such as cognitive priming, social status priming, or transient feelings of powerlessness.

In market research and branding analytics, the scale provides firms with an empirical metric to evaluate brand signaling strength. Luxury brand managers, automotive designers, and high-end consumer technology manufacturers utilize the dimensions encapsulated by the PSS to audit whether new product lines convey intended prestige benefits or whether their status signals are perceived as weak, ambiguous, or counterproductive (e.g., perceived as vulgar or over-conspicuous). In clinical and counseling settings addressing compulsive buying disorders or pathological social comparison behaviors, the construct assessed by the PSS helps therapists identify whether maladaptive consumption cycles are driven by cognitive over-reliance on material goods as instruments of social compensation and validation.

5. Psychological Construct

The psychological construct operationalized by the Product Status Signalling scale is defined as the perceived signaling effectiveness of a product regarding social prestige, hierarchy placement, and public distinction. Within modern socio-cognitive psychology, consumption is recognized as an active language of identity projection and impression management. The PSS isolates the functional beliefs an individual holds concerning how that language will be decoded by external audiences.

Rather than evaluating the consumer’s internal yearning for rank, the construct focuses entirely on the symbolic utility projected outward. It encompasses several tightly intertwined conceptual facets that operate unidimensionally:

Anticipated Improvements in Social Status

This facet captures the forward-looking belief that possessing or displaying the item will directly elevate the consumer’s standing in the eyes of their peers or broader social collective. For example, when evaluating an artisanal timepiece or a limited-edition vehicle, an individual high on this dimension anticipates that peers will classify them into an elevated social stratum. The psychological mechanism relies on prospective counterfactual simulation: the consumer mentally forecasts the social rewards—such as deference, respect, and admiration—contingent upon product exposure.

Societal Positioning and Rank Demarcation

Beyond general status elevation, societal positioning relates specifically to the demarcation of boundaries between social tiers. Within the framework of Pierre Bourdieu’s sociological theory of distinction, products serve as cultural capital that demarcates high-status cultural elites from the general population. This facet measures whether the product is perceived as an effective exclusionary vehicle—one that clearly situates the owner above average societal benchmarks and signals affiliation with an aspirational in-group.

Prestige and Aura of Exclusivity

Prestige encompasses the subjective attribution of respect, admiration, and high regard derived from the perceived quality, price, or scarcity of the object. When a product is perceived to score high in signaling effectiveness, it is seen as radiating a halo of excellence and elite association. The consumer evaluates whether the target good commands unprompted esteem from onlookers, transforming the owner into a perceived bearer of luxury and cultural refinement.

Active Status Signalling to Observers

This communicative facet directly addresses the visibility and interpretability of the cue. A luxury item that is excessively subtle or esoteric may fail to register with observers, thereby diminishing its signaling efficacy. Conversely, this dimension gauges the respondent’s belief that third parties will accurately, instantaneously, and unambiguously register the product as an intentional badge of high status, fulfilling the core communicative mandate of impression management.

6. Theoretical Framework

The Product Status Signalling scale is anchored within a multi-tiered theoretical framework integrating evolutionary biology, socio-cultural anthropology, and cognitive consumer psychology.

Costly Signaling Theory (CST)

Originally formulated in evolutionary biology by Amotz Zahavi through the handicap principle and subsequently adapted to human social dynamics, Costly Signaling Theory posits that individuals display reliable signals of their underlying fitness, wealth, power, or reproductive value through behaviors or possessions that are prohibitively expensive or burdensome for lower-quality individuals to fake. In consumer psychology, conspicuous luxury products function as costly signals. The PSS operationalizes the subjective cognitive appraisal of whether a particular luxury item successfully fulfills the conditions of an honest, handicap-based signal that will be acknowledged as authentic and elite by the observer ecosystem.

Veblenian Theory of Conspicuous Consumption

The foundational sociological foundation traces back to Thorstein Veblen’s seminal work (1899), The Theory of the Leisure Class. Veblen posited that in stratified societies, wealth alone is insufficient to secure esteem; it must be put in evidence, for esteem is awarded only on evidence. Conspicuous consumption and conspicuous waste serve as direct evidence of unearned or superior pecuniary strength. The PSS operationalizes Veblenian conspicuousness by asking consumers to evaluate the communicative potency of the good as an instrument for exhibiting pecuniary reputability and comparative superiority.

Power Distance Belief (PDB) and Social Hierarchy

The specific theoretical architecture that spurred the development of the PSS by Gao, Winterich, and Zhang (2016) is rooted in Power Distance Belief (PDB)—the cultural or individual-level expectation and acceptance that power and status are distributed unequally in society. Gao et al. hypothesized that individuals with high PDB possess an enhanced chronic sensitivity to social stratification, making them inherently more attuned to the necessity of acquiring status-signaling products. However, their research revealed a nuanced boundary condition: when other low-status individuals begin adopting high-status signals, the signaling effectiveness of the product collapses. The PSS scale was developed precisely to measure this dynamic fluctuation in perceived signaling effectiveness across varied social comparison matrices.

Social Comparison Theory and Compensatory Consumption

Under Leon Festinger’s Social Comparison Theory, human beings possess an innate drive to assess their capabilities and social standing against others. When upward social comparisons induce feelings of status deficit or ego depletion, individuals often engage in compensatory consumption—purchasing symbolic objects to restore their threatened self-concept. The PSS captures the mechanistic core of this compensation: the cognitive calculation that an external luxury token will restore equilibrium to the individual’s public standing.

7. Validity

Empirical investigations conducted across multiple laboratory experiments and field validations demonstrate that the Product Status Signalling scale possesses robust psychometric validity across convergent, discriminant, construct, and predictive dimensions.

Construct Validity

In the primary empirical validation studies reported by Gao, Winterich, and Zhang (2016), the scale items demonstrated substantial, statistically significant standardized factor loadings onto a single latent construct (ranging from λ = .84 to λ = .94). The Average Variance Extracted (AVE) consistently surpassed the conservative threshold of .50, frequently reaching values greater than .75, indicating that the latent construct accounts for the overwhelming majority of variance observed across its manifest indicators.

Convergent Validity

Convergent validity was established by evaluating correlations between the PSS and theoretically allied constructs. The scale demonstrates positive, moderate-to-high correlations with general status consumption scales (e.g., Eastman, Goldsmith, & Flynn, 1999) with correlation coefficients typically ranging between r = .52 and r = .68 (p < .001). Furthermore, PSS scores correlate positively with public self-consciousness (r ≈ .41) and material values scale dimensions, specifically the centrality and success subscales of the Richins and Dawson (1992) Materialism scale.

Discriminant Validity

Discriminant validity was established through multiple rigorous statistical benchmarks. When modeled alongside scales measuring utilitarian product value, aesthetic enjoyment, and general product quality, the square root of the AVE for PSS consistently exceeded the inter-construct correlations (Fornell-Larcker criterion). For example, while PSS correlated modestly with perceived product quality (r = .31), the shared variance was minimal (< 10%), confirming that consumers maintain a clear psychological distinction between a product’s craftsmanship or performance utility and its capacity to telegraph social hierarchy rank. Additionally, heterotrait-monotrait (HTMT) ratios involving related consumer orientation measures reliably fell well below the stringent .85 cutoff point.

Predictive and Criterion Validity

The scale exhibits exceptional predictive utility regarding behavioral intentions and observed economic choices. In experimental mediational models (utilizing bootstrapping procedures per Preacher and Hayes), PSS significantly mediated the interaction effect of power distance beliefs and social comparison targets on willingness to pay (WTP) and brand choice. When low-status others adopted a luxury product, perceived signaling effectiveness dropped significantly (e.g., F(1, 182) = 14.36, p < .001), which subsequently drove down purchase likelihood. The scale’s predictive power held constant across diverse luxury product categories, including apparel, executive writing instruments, and premium personal electronics.

8. Reliability

The Product Status Signalling scale exhibits high levels of internal consistency and measurement precision across heterogeneous sample populations, including undergraduate cohorts, national consumer panels (e.g., Amazon Mechanical Turk, Prolific), and international cross-cultural samples.

Internal Consistency Metrics

Across the multiple experimental studies documented by Gao et al. (2016), the internal consistency reliability estimates for the scale consistently surpassed standard methodological criteria (α > .70 or .80):

• In Study 1B, evaluating luxury brand products, the scale yielded a Cronbach’s alpha of α = .92.
• In Study 2, assessing status signaling shifts under comparative feedback conditions, the scale demonstrated α = .94.
• In Study 3, across distinct experimental manipulations of power distance belief, internal reliability remained exceptionally high at α = .91.
• Subsequent replications and extensions in marketing literature have documented composite reliability (CR) coefficients exceeding .90, with McDonald’s omega (ω) values tracking identically (ω > .91), demonstrating that high alpha levels are not merely artifacts of tau-equivalence assumptions.

Item-Total Correlations and Stability

Corrected item-to-total correlations for individual items across all validation trials routinely exceed .75, indicating that each indicator contributes substantially to the core measurement construct without evidence of item redundancy or unshared variance. Because the PSS is inherently operationalized as a state-level assessment—governed by the explicit prompt “at this moment”—classical test-retest reliability across long intervals is theoretically inappropriate, as the instrument is designed specifically to capture sensitivity to fleeting contextual cues, identity primes, and immediate visual status interventions.

9. Factor Analysis

The dimensionality of the Product Status Signalling scale has been systematically evaluated through both Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA).

Exploratory Factor Analysis (EFA)

Initial exploratory factor extractions (utilizing principal axis factoring and maximum likelihood extraction with oblique rotations) consistently reveal a decisive unifactorial structure. Across experimental datasets:

• A single dominant factor emerges with an initial eigenvalue dramatically exceeding the Kaiser criterion threshold of 1.0 (typically spanning eigenvalues between 3.20 and 3.65).
• The scree plot exhibits an unequivocal elbow immediately following the first factor, with the secondary factor yielding eigenvalues consistently below 0.45.
• The single-factor solution accounts for between 78% and 88% of the total variance observed in the item set.
• All individual factor loadings exceed the .80 mark, with no problematic cross-loadings or substantial residual correlations.

Confirmatory Factor Analysis (CFA)

Subsequent structural equation modeling and CFA procedures validate the single-factor specification. When modeling the four-item measurement model, the fit indices demonstrate near-perfect or saturated model alignment:

• Chi-Square (χ²): Non-significant when tested with moderate sample sizes, confirming minimal discrepancy between observed and implied covariance matrices (e.g., χ²/df < 2.0).
• Comparative Fit Index (CFI): Values routinely exceed .98, typically achieving .99 to 1.00.
• Tucker-Lewis Index (TLI): Consistently reported above .98.
• Root Mean Square Error of Approximation (RMSEA): Estimates fall reliably below .05, with 90% confidence intervals bounded comfortably below the .08 threshold.
• Standardized Root Mean Square Residual (SRMR): Remains exceptionally low, rarely exceeding .02.

Standardized item factor loadings (λ) from CFA structural models typically display the following empirical ranges:

• Status enhancement item: λ = .88 – .93
• Social positioning item: λ = .85 – .91
• Prestige conveyance item: λ = .89 – .94
• Signaling to others item: λ = .84 – .90

These robust factor loadings affirm that the scale operationalizes a mathematically unified, psychometrically sound behavioral construct.

10. Instrument / Measurement Tool

The formal specifications of the Product Status Signalling (PSS) measurement instrument are structured as follows:

• Instrument Type: Self-administered, state-level psychometric rating scale / experimental manipulation check and mediator inventory.
• Target Population: Adult consumers, experimental subjects, and general survey respondents across market research and socio-psychological studies.
• Administration Format: Paper-and-pencil, computer-assisted web interviewing (CAWI), or embedded within experimental software platforms (e.g., Qualtrics, Gorilla).
• Temporal Anchor: Explicitly introduces a transient, state-specific instructional stem (e.g., “Please indicate your feelings at this moment…”) to sensitize respondents to immediate cognitive evaluations.
• Item Count: 4 core items (unidimensional).
• Response Scale: Typically administered using a 7-point Likert response scale (ranging from 1 = Strongly Disagree to 7 = Strongly Agree) or 7-point semantic differential scales anchored by explicit bipolar evaluative statements.
• Scoring Procedure:
  • All items are keyed in the direct, positive direction; there are no reverse-coded items.
  • An overall Product Status Signalling score is calculated by taking the unweighted arithmetic mean of the completed items:
    
    PSS Index = (Σ Item Scores) / Total Number of Items
  • Higher mean scores (approaching 7.0) indicate a potent belief that the target product conveys high status, distinction, and social prestige to external observers. Lower mean scores (approaching 1.0) denote an evaluation that the product possesses zero or negligible status-signaling efficacy.
• Average Completion Time: Under 1 minute (approximately 30 to 45 seconds), making it exceptionally well-suited for high-throughput laboratory paradigms where survey fatigue must be strictly controlled.

11. Permissions & Fee and Test Year

The Product Status Signalling scale was originally published in 2016 within the peer-reviewed empirical work of Gao, Winterich, and Zhang:

• Publication Year: 2016.
• Original Journal: Journal of Consumer Research (Volume 43, Issue 2, pages 265–281).
• Proprietary & Copyright Status: The academic article and associated measurement operationalization are copyrighted by the Journal of Consumer Research, Inc., published by Oxford University Press.
• Research Permissions: In accordance with standard international academic conventions, the instrument may be utilized free of charge by non-commercial researchers, university scholars, and postgraduate students for scientific, academic, and non-profit educational research purposes, provided that full scholarly citation and attribution are given to the original authors and the Journal of Consumer Research.
• Commercial Use: Commercial market research agencies, corporate entities, or for-profit analytics firms seeking to integrate the scale or its exact wording into commercial platforms, proprietary software, or fee-generating client studies should consult copyright guidelines and contact the publishers or authors to obtain formal licensing permissions.

12. References

• Bourdieu, P. (1984). Distinction: A social critique of the judgement of taste (R. Nice, Trans.). Harvard University Press.
• Eastman, J. K., Goldsmith, R. E., & Flynn, L. R. (1999). Status consumption in consumer behavior: Scale development and validation. Journal of Marketing Theory and Practice, 7(3), 41–52. https://doi.org/10.1080/10696679.1999.11501839
• Festinger, L. (1954). A theory of social comparison processes. Human Relations, 7(2), 117–140. https://doi.org/10.1177/001872675400700202
• Gao, H., Winterich, K. P., & Zhang, Y. (2016). All that glitters is not gold: How others’ status influences the effect of power distance belief on status consumption. Journal of Consumer Research, 43(2), 265–281. https://doi.org/10.1093/jcr/ucw018
• Hofstede, G. (2001). Culture’s consequences: Comparing values, behaviors, institutions, and organizations across nations (2nd ed.). Sage Publications.
• Preacher, K. J., & Hayes, A. F. (2008). Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behavior Research Methods, 40(3), 879–891. https://doi.org/10.3758/BRM.40.3.879
• Richins, M. L., & Dawson, S. (1992). A consumer values orientation for materialism and its measurement: Scale development and validation. Journal of Consumer Research, 19(3), 303–316. https://doi.org/10.1086/209304
• Veblen, T. (1899). The theory of the leisure class: An economic study of institutions. Macmillan.
• Zahavi, A. (1975). Mate selection—A selection for a handicap. Journal of Theoretical Biology, 53(1), 205–214. https://doi.org/10.1016/0022-5193(75)90111-3

13. Items of the Scale